Academic literature on the topic 'Multiple cue integration'

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Journal articles on the topic "Multiple cue integration"

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Moreno-Noguer, Francesc, Alberto Sanfeliu, and Dimitris Samaras. "Dependent Multiple Cue Integration for Robust Tracking." IEEE Transactions on Pattern Analysis and Machine Intelligence 30, no. 4 (2008): 670–85. http://dx.doi.org/10.1109/tpami.2007.70727.

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Guo, Li-Jun, Ting-Ting Cheng, Bo Xiao, Rong Zhang, and Jie-Yu Zhao. "Video human segmentation based on multiple-cue integration." Signal Processing: Image Communication 30 (January 2015): 166–77. http://dx.doi.org/10.1016/j.image.2014.10.001.

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Undorf, Monika, and Arndt Bröder. "Cue integration in metamemory judgements is strategic." Quarterly Journal of Experimental Psychology 73, no. 4 (2019): 629–42. http://dx.doi.org/10.1177/1747021819882308.

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People base judgements about their own memory processes on probabilistic cues such as the characteristics of study materials and study conditions. While research has largely focused on how single cues affect metamemory judgements, a recent study by Undorf, Söllner, and Bröder found that multiple cues affected people’s predictions of their future memory performance (judgements of learning, JOLs). The present research tested whether this finding was indeed due to strategic integration of multiple cues in JOLs or, alternatively, resulted from people’s reliance on a single unified feeling of ease. In Experiments 1 and 2, we simultaneously varied concreteness and emotionality of word pairs and solicited (a) pre-study JOLs that could be based only on the manipulated cues and (b) immediate JOLs that could be based both on the manipulated cues and on a feeling of ease. The results revealed similar amounts of cue integration in pre-study JOLs and immediate JOLs, regardless of whether cues varied in two easily distinguishable levels (Experiment 1) or on a continuum (Experiment 2). This suggested that people strategically integrated multiple cues in their immediate JOLs. Experiment 3 provided further evidence for this conclusion by showing that false explicit information about cue values affected immediate JOLs over and above actual cue values. Hence, we conclude that cue integration in JOLs involves strategic processes.
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Legge, Eric L. G., Christopher R. Madan, Marcia L. Spetch, and Elliot A. Ludvig. "Multiple cue use and integration in pigeons (Columba livia)." Animal Cognition 19, no. 3 (2016): 581–91. http://dx.doi.org/10.1007/s10071-016-0963-8.

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Tang, Xiangyu, and Christoph von der Malsburg. "Figure-Ground Separation by Cue Integration." Neural Computation 20, no. 6 (2008): 1452–72. http://dx.doi.org/10.1162/neco.2008.03-06-176.

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This letter presents an improved cue integration approach to reliably separate coherent moving objects from their background scene in video sequences. The proposed method uses a probabilistic framework to unify bottom-up and top-down cues in a parallel, “democratic” fashion. The algorithm makes use of a modified Bayes rule where each pixel's posterior probabilities of figure or ground layer assignment are derived from likelihood models of three bottom-up cues and a prior model provided by a top-down cue. Each cue is treated as independent evidence for figure-ground separation. They compete with and complement each other dynamically by adjusting relative weights from frame to frame according to cue quality measured against the overall integration. At the same time, the likelihood or prior models of individual cues adapt toward the integrated result. These mechanisms enable the system to organize under the influence of visual scene structure without manual intervention. A novel contribution here is the incorporation of a top-down cue. It improves the system's robustness and accuracy and helps handle difficult and ambiguous situations, such as abrupt lighting changes or occlusion among multiple objects. Results on various video sequences are demonstrated and discussed. (Video demos are available at http://organic.usc.edu:8376/∼tangx/neco/index.html .)
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van den Bos, Esther, Morten H. Christiansen, and Jennifer B. Misyak. "Statistical learning of probabilistic nonadjacent dependencies by multiple-cue integration." Journal of Memory and Language 67, no. 4 (2012): 507–20. http://dx.doi.org/10.1016/j.jml.2012.07.008.

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Juslin, Peter, Linnea Karlsson, and Henrik Olsson. "Information integration in multiple cue judgment: A division of labor hypothesis." Cognition 106, no. 1 (2008): 259–98. http://dx.doi.org/10.1016/j.cognition.2007.02.003.

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Tomou, George, Xiaogang Yan, and J. Crawford. "Transsacadic Integration of Multiple Objects and The Influence of Stable Allocentric Cue." Journal of Vision 18, no. 10 (2018): 1290. http://dx.doi.org/10.1167/18.10.1290.

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Leichter, Ido, Michael Lindenbaum, and Ehud Rivlin. "The Cues in "Dependent Multiple Cue Integration for Robust Tracking" Are Independent." IEEE Transactions on Pattern Analysis and Machine Intelligence 36, no. 3 (2014): 620–21. http://dx.doi.org/10.1109/tpami.2010.170.

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Bankieris, Kaitlyn R., Vikranth Rao Bejjanki, and Richard N. Aslin. "Cue Integration for Continuous and Categorical Dimensions by Synesthetes." Multisensory Research 30, no. 3-5 (2017): 207–34. http://dx.doi.org/10.1163/22134808-00002559.

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For synesthetes, sensory or cognitive stimuli induce the perception of an additional sensory or cognitive stimulus. Grapheme–color synesthetes, for instance, consciously and consistently experience particular colors (e.g., fluorescent pink) when perceiving letters (e.g.,u). As a phenomenon involving multiple stimuli within or across modalities, researchers have posited that synesthetes may integrate sensory cues differently than non-synesthetes. However, findings to date present mixed results concerning this hypothesis, with researchers reporting enhanced, depressed, or normal sensory integration for synesthetes. In this study wequantitativelyevaluated the multisensory integration process of synesthetes and non-synesthetes using Bayesian principles, rather than employing multisensory illusions, to make inferences about the sensory integration process. In two studies we investigated synesthetes’ sensory integration by comparing human behavior to that of an ideal observer. We found that synesthetes integrated cues for both continuous and categorical dimensions in a statistically optimal manner, matching the sensory integration behavior of controls. These findings suggest that synesthetes and controls utilize similar cue integration mechanisms, despite differences in how they perceive unimodal stimuli.
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Dissertations / Theses on the topic "Multiple cue integration"

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Karlsson, Linnea. "Additive Integration of Information in Multiple-Cue Judgment." Licentiate thesis, Umeå University, Department of Psychology, 2004. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-14736.

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<p>This thesis investigates adaptive shifts between different cognitive processes in multiple-cue judgment tasks. At least two qualitatively and quantitatively different cognitive strategies can be identified: one process in which abstraction and integration of cue-criterion relations form the basis for the judgment (Einhorn, Kleinmutz & Kleinmutz, 1979) and one which is based onsimilarity comparisons between a probe and similar exemplars stored in memory (Medin & Schaffer, 1978; Nosofsky, 1984; Nosofsky & Johanssen, 2000). Within the framework of a proposed model of judgment, Σ, these processes are regarded as complementary means to deal with a proposed capacity limitation of our cognitive architecture; in situations of unaidedabstraction and integration of information we are forced to handle pieces of information in an additive and linear manner. Predictions by Σ concern which of the two processes that will dominate judgments in different judgment tasks. In a judgment task where the underlying combination rule is additive and linear we are able to abstract and integrate information on how cues relate to a criterion and produce judgments that are consistent with the combination rule. In a judgment task where the underlying combination rule is multiplicative we are not able to abstract and integrate this information, and we are therefore induced to use a strategy of exemplar memory. Two studies test these predictions. In Study 1 the results confirm that in an additive judgment task cue abstraction was induced, while exemplar memory was induced in amultiplicative task. These results were replicated in Study 2, where a more complex judgment task was used. The results reported in this thesis provide tentative support for the idea of an adaptive division of labor between cue abstraction and exemplar memory as a function of the task, an ability we are equipped with to cope with a cognitive architecture only allowingelaboration of information in an additive and linear manner.</p>
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Moreno, Noguer Francesc. "Multiple cue integration for robust tracking in dynamic environments: application to video relighting." Doctoral thesis, Universitat Politècnica de Catalunya, 2005. http://hdl.handle.net/10803/6191.

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L'anàlisi de moviment i seguiment d'objectes ha estat un dels pricipals focus d'atenció en la comunitat de visió per computador durant les dues darreres dècades. L'interès per aquesta àrea de recerca resideix en el seu ample ventall d'aplicabilitat, que s'extén des de tasques de navegació de vehicles autònoms i robots, fins a aplications en la indústria de l'entreteniment i realitat virtual.<br/><br/>Tot i que s'han aconseguit resultats espectaculars en problemes específics, el seguiment d'objectes continua essent un problema obert, ja que els mètodes disponibles són propensos a ser sensibles a diversos factors i condicions no estacionàries de l'entorn, com ara moviments impredictibles de l'objecte a seguir, canvis suaus o abruptes de la il·luminació, proximitat d'objectes similars o fons confusos. Enfront aquests factors de confusió la integració de múltiples característiques ha demostrat que permet millorar la robustesa dels algoritmes de seguiment. En els darrers anys, degut a la creixent capacitat de càlcul dels ordinadors, hi ha hagut un significatiu increment en el disseny de complexes sistemes de seguiment que consideren simultàniament múltiples característiques de l'objecte. No obstant, la majoria d'aquests algoritmes estan basats en<br/>heurístiques i regles ad-hoc formulades per aplications específiques, fent-ne impossible l'extrapolació a noves condicions de l'entorn.<br/><br/>En aquesta tesi proposem un marc probabilístic general per integrar el nombre de característiques de l'objecte que siguin necessàries, permetent que interactuin mútuament per tal d'estimar-ne el seu estat amb precisió, i per tant, estimar amb precisió la posició de l'objecte que s'està seguint. Aquest marc, s'utilitza posteriorment per dissenyar un algoritme de seguiment, que es valida en diverses seqüències de vídeo que contenen canvis abruptes de posició i il·luminació, camuflament de l'objecte i deformacions no rígides. Entre les característiques que s'han utilitzat per representar l'objecte, cal destacar la paramatrització robusta del color en un espai de color dependent de l'objecte, que permet distingir-lo del fons més clarament que altres espais de color típicament ulitzats al llarg de la literatura.<br/><br/>En la darrera part de la tesi dissenyem una tècnica per re-il·luminar tant escenes estàtiques com en moviment, de les que s'en desconeix la geometria. La re-il·luminació es realitza amb un mètode 'basat en imatges', on la generació de les images de l'escena sota noves condicions d'il·luminació s'aconsegueix a partir de combinacions lineals d'un conjunt d'imatges de referència pre-capturades, i que han estat generades il·luminant l'escena amb patrons de llum coneguts. Com que la posició i intensitat de les fonts d'il.luminació que formen aquests patrons de llum es pot controlar, és natural preguntar-nos: quina és la manera més òptima d'il·luminar una escena per tal de reduir el nombre d'imatges de referència? Demostrem que la millor manera d'il·luminar l'escena (és a dir, la que minimitza el nombre d'imatges de referència) no és utilitzant una seqüència de fonts d'il·luminació puntuals, com es fa generalment, sinó a través d'una seqüència de patrons de llum d'una base d'il·luminació depenent de l'objecte. És important destacar que quan es re-il·luminen seqüències de vídeo, les imatges successives s'han d'alinear respecte a un sistema de coordenades comú. Com que cada imatge ha estat generada per un patró de llum diferent il·uminant l'escena, es produiran canvis d'il·luminació bruscos entre imatges de referència consecutives. Sota aquestes circumstàncies, el mètode de seguiment proposat en aquesta tesi juga un paper fonamental. Finalment, presentem diversos resultats on re-il·luminem seqüències de vídeo reals d'objectes i cares d'actors en moviment. En cada cas, tot i que s'adquireix un únic vídeo, som capaços de re-il·luminar una i altra vegada, controlant la direcció de la llum, la seva intensitat, i el color.<br>Motion analysis and object tracking has been one of the principal focus of attention over the past two decades within the computer vision community. The interest of this research area lies in its wide range of applicability, extending from autonomous vehicle and robot navigation tasks, to entertainment and virtual reality applications.<br/><br/>Even though impressive results have been obtained in specific problems, object tracking is still an open problem, since available methods are prone to be sensitive to several artifacts and non-stationary environment conditions, such as unpredictable target movements, gradual or abrupt changes of illumination, proximity of similar objects or cluttered backgrounds. Multiple cue integration has been proved to enhance the robustness of the tracking algorithms in front of such disturbances. In recent years, due to the increasing power of the computers, there has been a significant interest in building complex tracking systems which simultaneously consider multiple cues. However, most of these algorithms are based on heuristics and ad-hoc rules formulated for specific applications, making impossible to extrapolate them to new environment conditions.<br/><br/>In this dissertation we propose a general probabilistic framework to integrate as many object features as necessary, permitting them to mutually interact in order to obtain a precise estimation of its state, and thus, a precise estimate of the target position. This framework is utilized to design a tracking algorithm, which is validated on several video sequences involving abrupt position and illumination changes, target camouflaging and non-rigid deformations. Among the utilized features to represent the target, it is important to point out the use of a robust parameterization of the target color in an object dependent colorspace which allows to distinguish the object from the background more clearly than other colorspaces commonly used in the literature.<br/><br/>In the last part of the dissertation, we design an approach for relighting static and moving scenes with unknown geometry. The relighting is performed through an -image-based' methodology, where the rendering under new lighting conditions is achieved by linear combinations of a set of pre-acquired reference images of the scene illuminated by known light patterns. Since the placement and brightness of the light sources composing such light patterns can be controlled, it is natural to ask: what is the optimal way to illuminate the scene to reduce the number of reference images that are needed? We show that the best way to light the scene (i.e., the way that minimizes the number of reference images) is not using a sequence of single, compact light sources as is most commonly done, but rather to use a sequence of lighting patterns as given by an object-dependent lighting basis. It is important to note that when relighting video sequences, consecutive images need to be aligned with respect to a common coordinate frame. However, since each frame is generated by a different light pattern illuminating the scene, abrupt illumination changes between consecutive reference images are produced. Under these circumstances, the tracking framework designed in this dissertation plays a central role. Finally, we present several relighting results on real video sequences of moving objects, moving faces, and scenes containing both. In each case, although a single video clip was captured, we are able to relight again and again, controlling the lighting direction, extent, and color.
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Galle, Marcus Edward. "Integration of multiple and asynchronous acoustic cues to word initial fricatives and context compensation in 7-year-olds, 12-year-olds and adults." Diss., University of Iowa, 2014. https://ir.uiowa.edu/etd/1320.

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For any speech category there are multiple sources of information (both acoustic and contextual) that are relevant to categorization. Complicating matters further, these sources of information are not always available simultaneously, but present themselves over the course of several hundred milliseconds. These features of spoken language complicate an already difficult task, and raise three important questions: 1) how do listeners weight different cues to the same speech category, 2) how do listeners integrate asynchronous information during speech perception and 3) how do listeners cope with contextual variability. While these questions have been explored, to varying degrees, with adults, there have been very few attempts to explore these questions from a developmental perspective. Furthermore, some of the more complex interactions between these factors remain uncharted territory even in the adult literature. For example, while adult listeners compensate for context when categorizing speech, and utilize acoustic cues as soon as they become available, we still do not know how this process is affected by context. This dissertation addresses these lingering issues by assessing 7-year-olds', 12-year-olds' and adults' perception of the /s-ʃ/ contrast (one that is influenced by multiple acoustic cues and context) using eye-tracking and the visual world paradigm. This work demonstrates that there is considerable development between 7 and 12 years of age for the /s-ʃ/ contrast in terms of real-time cue integration, cue-weighting and context compensation, and that development likely continues beyond these ages. In addition, the adult work demonstrates, for the first time, a pattern of real-time cue integration in which listeners' (both adult and child) buffer acoustic cues. Finally, several hypotheses are considered that may account for these findings, including the possibility that the unique developmental pattern of fricative perception may play an important role in understanding why adults buffer this contrast, and the implications of buffered speech perception are discussed.
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PICOZZI, MARTA ANNA ELENA. "Ordinal knowledge and spatial coding of continuous and discrete quantities in infancy." Doctoral thesis, Università degli Studi di Milano-Bicocca, 2010. http://hdl.handle.net/10281/7794.

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An important issue in human cognition concerns the origins and nature of the capacity to represent number. A great deal of research has focused on infants’ comprehension of the cardinal properties of number but another essential component of the concept of number is ordinality, which refers to the inherent “greater than” or “less than” relationships between numbers. Until recently, the development of this aspect of human numerical cognition in infancy had received little attention. while little is know. The aim of the current series of studies was to investigate whether the ability to appreciate ordinal relationships between numerical magnitudes is present in preverbal infants at an earlier age than previously reported. The current investigation thus includes a series of 6 experiments conducted with infants of 4 and 7 months of age and provides evidence for the debate about functional affordances of infants’ numerical representation, demonstrating that, under certain conditions, the ability to detect and grasp ordinal information embedded in non-numerical and numerical sequences of visual stimuli could be present early in infancy, at respectively 4 months and 7 months of age. Importantly, this study provided also evidence that account for the existence of a basic mapping of number to space the presence, showing that 7-month-old infants are able to link oriented spatial codes to representations of numerical magnitude.
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Ashraf, Sanju. "Fission yeast growth polarity decisions depend on integration of multiple internal cues." Thesis, University of Edinburgh, 2017. http://hdl.handle.net/1842/28728.

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The establishment of cell polarity is a vital requirement for cellular processes such as proper cell division, growth and movement. Cell polarization relies on different internal and external cues in order to reorient the cell growth machinery along the axis of polarity. The core mechanisms involved in establishment of polarized growth are highly conserved from yeast to humans. Cells of the fission yeast Schizosaccharomyces pombe grow in a highly polarized fashion, with cell growth restricted to the cell tips, making fission yeast an excellent model system to study polarized growth. Here I describe a system for long-term live-cell imaging of fission yeast polarized growth that is stress free, physiological and accessible to media change and drug addition. I use this improved imaging system along with yeast genetics and drug perturbations to address how cell polarity is established and maintained in fission yeast. I have shown that fission yeast growth polarity depends on competition and cooperation among three distinct internal polarity cues: 1) A microtubule-based cue involving Tea1/Tea4 polarity proteins positively regulates polarized growth, initially at the “old” cell end (i.e., the end that pre-existed in the mother cell) and later at the “new” cell end (i.e. the end that is generated by septation), in order to initiate the transition from monopolar to bipolar growth (also known as New End Take-Off, or “NETO”). 2) An actin cable-based cue “clears” polarity proteins from the new end immediately after cytokinesis thereby reinforcing old-end growth. As a result perturbation of actin cable-based transport by either deleting actin cable nucleator For3 or cable-based transporter Myo52 results in premature bipolar growth. 3) A novel “memory-based” growth polarity cue helps to establish polarized growth in the absence of the microtubule-based cue. This memory-based cue is dependent on the predicted transmembrane proteins Rax1/Rax2. In the absence of both Tea1/Tea4 cue and Rax1/Rax2 cue, cells depend on septation cue and grow exclusively from the cell ends generated by septation. Furthermore, both Tea1/Tea4 and Rax1/Rax2 cue are important to maintain polarized growth under various environmental stresses. In fission yeast, during interphase, nucleus is positioned at the centre of the cell and this precise positioning of nucleus, which is important for defining the position of cytokinetic ring is thought to be exclusively MT-dependent. Here I show that MT-independent nuclear movement exists in fission yeast and this nuclear movement is mediated by actin cables and type myosin myo52. Furthermore, I show that actin cable might be important for buffering the pushing forces generated by MTs on the nucleus. In this way both microtubules and actin cables are involved in nuclear movement in fission yeast.
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"Multiple cue integration for robust tracking in dynamic environments: application to video relighting." Universitat Politècnica de Catalunya, 2005. http://www.tesisenxarxa.net/TDX-0215106-172457/.

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Chang, Feng-chia, and 張峰嘉. "Integration of Multiple Cues for Crowd Segmentation." Thesis, 2012. http://ndltd.ncl.edu.tw/handle/32242536754646113153.

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碩士<br>國立高雄第一科技大學<br>電腦與通訊工程研究所<br>100<br>This paper proposes a vision-based crowd segmentation method based on a single camera. The main idea behind our work is to fuse multiple cues so that the major challenges, such as occlusion and complex background facing in the crowd segmentation area can be successfully overcome. Based on the assumption that the human heads are visible in the image, we use the circle hough transform (CHT) to detect all circular regions and all of them are considered as candidates of human heads. Due to the effects from complex background or clothes, lots of those detected candidates are false positives. Accordingly, we firstly apply template matching (TM) to remove the false candidates at the lower half part of human body. Then, two proposed cues called head foreground contrast (HFC) and block color relation (BCR) are incorporated for further verification. Every candidate that passes through these tests is considered as a human in an image. Finally, the geometric relationships as well as the mask from background subtraction are used to perform the segmentation. In experiment, three videos are used to validate the proposed approach. Our proposed method effectively lowers the false positives with only sacrificing little detection rate.
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Chen, Pin-Kuo, and 陳品果. "Integrating Multiple Cues on Hough Transform for Head Detection." Thesis, 2010. http://ndltd.ncl.edu.tw/handle/59597596091047957516.

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碩士<br>國立高雄第一科技大學<br>電腦與通訊工程所<br>98<br>In this work, we propose an algorithm of integrating multiple cues on Hough transform for head detection from a fixed CCD camera. The idea of combining shape and color features is to increase the accuracy of Hough transform in head detection. It is obvious that the shape of human head is nearly an ellipse. Although Hough transform is effective to estimate the parameters of head ellipse, it is failed in cases of occlusion and complex background. To overcome this problem, the template matching algorithm using six Ω-shape templates with different scales and orientations is applied to compute the existence possibility of head contour at every pixel. In addition, the skin color is also detected. Finally, we propose a framework to integrate head contour and skin color into Hough transform for facilitating the head detection. In the experiments, we exhibit that our proposed head detection method has higher detection rate in various environments.
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Chen, Kuan-Liang, and 陳冠良. "Integration of Multiple Cues for Fingertip Positioning and Tracking Using Particle Filtering." Thesis, 2014. http://ndltd.ncl.edu.tw/handle/36774676308555823913.

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碩士<br>國立高雄第一科技大學<br>資通訊服務創新產業碩士專班<br>102<br>The paper proposes an algorithm for positioning and tracking fingertip by fusing multiple cues including skin color and hand contour under particle filtering which is an effective and widely used framework for object tracking. First of all, we extract the skin-color regions from the observed image. Then, the skin-color ratio of the region centered at the particle is calculated. In addition, eight edge templates of the fingertip and convex hull are used for evaluating the likelihood probability of the particle as well. The combination of the skin color and contour cues makes the system robust to illumination variation and complex background. Particularly, the embedding of Convex Hull algorithm improves the effectiveness in case of variable hand pose. In the experiment, twelve videos are used to validate the performance of the proposed method. The proposed method outperforms our previous work in both accuracy and efficiency.
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Hawkey, EK. "He gave Rose a rose : the use of cues to capitalisation by children and adults." Thesis, 2021. https://eprints.utas.edu.au/45444/1/Hawkey_whole_thesis.pdf.

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Capitalisation is an important spelling feature, used for proper nouns and sentence-initial words, that has been neglected in previous research and theories. A new theory, Integration of Multiple Patterns (IMP; Treiman & Kessler, 2014) suggests that people make spelling decisions on the basis of converging linguistic cues. Unlike traditional theories, which focus on letter patterns and relationships, IMP applies to broader spelling functions, but has been tested only retrospectively. The current study represents the first prospective test of IMP: assessing whether capital use increases as capitalisation cues accumulate. A capitalisation fill-in-the-blanks task and a standardised spelling task were completed to dictation by 205 students (65 primary, 60 secondary, and 80 university). The results demonstrated that primary students did benefit from accumulating cues, capitalising two-cue words (sentence-initial proper nouns) significantly more than one-cue words (sentence-medial proper nouns and sentence-initial common nouns) and these more than no-cue words (sentence-medial common nouns). Within the one-cue conditions, they capitalised proper nouns significantly more often than sentence-initial words. Conversely, secondary and university students capitalised one-cue words just as well as two-cue words. These results support IMP as a framework for primary children’s spelling acquisition, and suggest that capitalisation should be revised in late primary school.
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Books on the topic "Multiple cue integration"

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Stacy, Alan W., and Reinout W. Wiers. An implicit cognition, associative memory framework for addiction. Oxford University Press, 2015. http://dx.doi.org/10.1093/med:psych/9780198569299.003.0002.

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This chapter outlines a framework that applies basic research on implicit cognition and associative memory to addictive behaviours. The framework helps provide a basis for continued development of cognitive theories of addiction, and suggests how the approach can foster prevention and cessation efforts. Findings and theories from neural systems, memory, implicit processes and addiction research are considered in an attempt to derive basic principles for the framework. Measurement domains are briefly summarized. Concepts from this framework are compared with related ideas, from expectancy and cue-reactivity research areas. This framework calls for a greater focus on the specific principles derived from basic cognitive research in multiple disciplines and encourages more attempts at integration across these areas.
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Wing, Ian Sue, and Edward J. Balistreri. Computable General Equilibrium Models for Policy Evaluation and Economic Consequence Analysis. Edited by Shu-Heng Chen, Mak Kaboudan, and Ye-Rong Du. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780199844371.013.7.

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This chapter reviews recent applications of computable general equilibrium (CGE) modeling in the analysis and evaluation of policies that affect interactions among multiple markets. At the core of this research is a particular approach to the data and structural representations of the economy, elaborated through the device of a canonical static multiregional model. This template is adapted and extended to shed light on the structural and methodological foundations of simulating dynamic economies, incorporating “bottom-up” representations of discrete production activities, and modeling contemporary theories of international trade with monopolistic competition and heterogeneous firms. These techniques are motivated by policy applications including trade liberalization, development, energy policy and greenhouse gas mitigation, the impacts of climate change and natural disasters, and economic integration and liberalization of trade in services.
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Casalini, Cristiano, and Christoph Sander. Benet Perera’s Pious Humanism: Aristotelianism, Philology, and Education in Jesuit Colleges. An Edition of Perera’s Documenta quaedam perutilia. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198807025.003.0001.

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This chapter discusses the philosophical pedagogy of Benet Perera (1535–1610) through an analysis and transcription of his treatise on the useful, error-free study of Christian philosophy, the Documenta quaedam perutilia iis qui in studiis philosophiae cum fructu et sine ullo errore versari student. It places Perera’s treatise within its historical context—that of the Jesuit Roman college of the 1560s—in order to elucidate how his promotion of his own idea of a Christian philosophy for schools provoked criticism among his fellow Romans Diego de Ledesma and Achille Gagliardi. It shows the position of Perera’s project within the multiple forms of Aristotelianism in the early modern period and how Perera was able to justify his own position as ‘sufficiently pious’ through his emphasis on philology as an approach to philosophy. Perera came up with a strictly Christian philosophy curriculum by integrating different trends of Aristotle’s philosophy into his own, even including approaches that were considered impious by some of his fellow Jesuits.
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Call, Josep. Bonobos, chimpanzees and tools: Integrating species-specific psychological biases and socio-ecology. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198728511.003.0012.

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Over the years there has been some controversy regarding the comparison between chimpanzees and bonobos. Whereas some authors have stressed their differences, others have stressed their similarities. One striking difference between wild chimpanzees and bonobos is tool use, especially in foraging contexts. While several chimpanzee populations possess tool kits formed by multiple tools (and their associated techniques) to exploit embedded resources, bonobos display no such tool specialization. However, studies in the laboratory have shown that bonobos are perfectly capable of using tools. In fact, several studies devoted to investigate the cognitive abilities underlying tool use have failed to detect any substantial differences between the two species. This chapter explores three aspects that could explain the difference between chimpanzees and bonobos in their propensity to use tools in the wild: socio-ecological factors, social versus technical cognition, and personality profiles. Au cours du temps, il y a eu beaucoup de controverse en relation aux comparaisons entres les chimpanzés et les bonobos. Alors que certains auteurs ont stressé les différences entre eux, d’autres ont stressé les similarités. Une grande différence entre les chipmanzés et les bonobos sauvages est l’utilisation des outils, spécialement en butinage. Tandis que plusieurs populations de chimpanzés possèdent des boîtes à outils diverses (et leur techniques respectives) pour exploiter les ressources, les bonobos ne montrent pas une spécialisation pareille. Cependant, les études en laboratoir ont montré que les bonobos sont capables d’utiliser des outils. En faite, plusieurs études des facultés cognitives dans l’utilisation des outils n’ont pas pu détecter de différences substantielles entre les deux espèces. Je vais explorer trois aspects qui pourraient expliquer les différences entre les chimpanzés et les bonobos en ce qui concerne leur tendance naturelle à utiliser les outils: facteurs socio-écologiques, cognition social vs. technique, et profils de personnalité.
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Stifler, David W. F. Lucian and the Atticists. Bloomsbury Publishing Plc, 2025. https://doi.org/10.5040/9781350357631.

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This book focuses on Lucian of Samosata, a Syrian writer of the Greek language in the second century CE, and his engagement with contemporary debates regarding the form and register of language best suited to composing Greek literature in the Roman Empire.Many authors of the period advocated or practised writing in a revived version of Attic Greek, the dialect used in classical Athenian rhetoric, philosophy and drama of the fifth and fourth centuries BCE. However, this book argues that Lucian distinguished himself from other writers, including those who also commented extensively on the linguistic dimensions of classical reception, through his self-aware, humorous approach to sociolinguistics. As Stifler demonstrates, the focal point of much of Lucian’s satire is at the intersection of, on the one hand, vocabulary, syntax and usage, and on the other hand, cultural, racial and political identity – a space in which other authors also operate but which they seldom acknowledge. In Stifler’s view, a crucial component of Lucian’s satire is in fact sociolinguistic, constituting a complex but ultimately coherent ideology of Atticism expressed through multiple perspectives, orpersonae, and comprising a sophisticated commentary on the sociolinguistic imaginaries of Lucian's period. The result is Lucian’s approach to integrating and negotiating his authorial persona, as a non-Greek practising Greek sophism, by decoupling linguistic expertise from ethnic identity.
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Book chapters on the topic "Multiple cue integration"

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Lai, Pui Chi. "Reproduction of Elites in Hong Kong through the Hong Kong Jockey Club." In Palgrave Studies in Third Sector Research. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-40150-3_7.

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AbstractThis chapter will show how the Hong Kong Jockey Club (HKJC), a sports, gambling, and charitable establishment, filled the institutional void in colonial Hong Kong, an embryonic civil society. It gives new insight into the potential of a civil society organisation to form an institutional base for the elite. The HKJC provided a platform for the elite to build and facilitate interrelated networks, revealing the integration and more specifically the reproduction of the elite in Hong Kong society. The elites played multiple roles as social and economic leaders-cum-politicians in the oversimplified state-society dichotomy, also bridging the gap between the ruling regime and society. However, in the run-up to the handover of Hong Kong in 1997, the elite formation and composition and political situation in Hong Kong society started to change, thus challenging the role of the HKJC in contemporary society.
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Christiansen, Morten H., and Padraic Monaghan. "Discovering Verbs Through Multiple-Cue Integration." In Action Meets Word. Oxford University Press, 2006. http://dx.doi.org/10.1093/acprof:oso/9780195170009.003.0004.

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"Language Acquisition through Multiple-Cue Integration." In Creating Language. The MIT Press, 2016. http://dx.doi.org/10.7551/mitpress/10406.003.0009.

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Christiansen, Morten H., and Nick Chater. "Language Acquisition through Multiple-Cue Integration." In Creating Language. The MIT Press, 2016. http://dx.doi.org/10.7551/mitpress/9780262034319.003.0005.

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Ernst, Marc O. "A Bayesian View on Multimodal Cue Integration." In Human Body Perception From The Inside Out. Oxford University PressNew York, NY, 2005. http://dx.doi.org/10.1093/oso/9780195178371.003.0006.

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Abstract We perceive our own body and the world surrounding us via multiple sources of sensory information derived from several modalities, including vision, touch, and audition. To enable interactions with the environment, this information has to converge into a coherent and unambiguous multimodal percept of the body and the world. But how does the brain come up with such a unique percept? In this chapter, I review a model that in the statistical sense describes an optimal integration mechanism. The benefit of integrating sensory information comes from a reduction in variance of the final perceptual estimate. Furthermore, I point out how this integration scheme can be incorporated into a larger framework using Bayesian decision theory (BDT).
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Christiansen, Morten H. "Language has evolved to depend on multiple-cue integration." In The Evolutionary Emergence of Language. Oxford University Press, 2013. http://dx.doi.org/10.1093/acprof:oso/9780199654840.003.0003.

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Christiansen, Morten H., Rick Dale, and Florencia Reali. "Connectionist Explorations of Multiple-Cue Integration in Syntax Acquisition." In Neoconstructivism. Oxford University Press, 2009. http://dx.doi.org/10.1093/acprof:oso/9780195331059.003.0005.

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Osth, Adam F., and Simon Dennis. "Global Matching Models of Recognition Memory." In The Oxford Handbook of Human Memory, Two Volume Pack. Oxford University Press, 2024. http://dx.doi.org/10.1093/oxfordhb/9780190917982.013.31.

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Abstract How does retrieval take place in recognition memory? A number of computational models have been developed that posit that recognition operates by a process of global matching, wherein the cue is compared to each stored memory. These cue-to-memory similarities are then aggregated to produce an index of the global similarity between the cue and the contents of memory which can then be subjected to a decision process. This chapter describes (a) the theoretical rationale and successes of such models, such as their accounts of similarity and list-length effects and generalization to multiple memory tasks; (b) challenges and hurdles they have experienced, including the null list-strength effect, the mirror effect, and the extralist feature effect; and (c) recent developments, such as extensions to predictions about response latency, sources of interference outside of the study list, and integration of more realistic representations.
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Karolewski, Ireneusz Paweł. "Central and Eastern Europe: The New Core or the Periphery of Europe?" In European Integration. Edinburgh University Press, 2020. http://dx.doi.org/10.3366/edinburgh/9781474455893.003.0008.

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This chapter focuses on Central and Eastern European (CEE) member states of the EU, and how they positioned themselves in the new constellation of conflicts within the EU in the aftermath of the multiple crisis. It deals mainly with the Visegrad Group (V4) and explores its ‘repositioning’ in regard to two crisis-ridden policy fields of the EU: controversies about the rule of law and the refugee crisis. With regard to the former issue, the chapter discusses Poland as the most prominent case among the CEE countries. Against this background, it highlights two specific aspects of domestic politics: the memory games that the V4 countries play with their past and the Euroscepticism of government circles as well as a broader public.
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Kukkonen, Karin. "The Dynamics of Presence." In Probability Designs. Oxford University Press, 2019. http://dx.doi.org/10.1093/oso/9780190050955.003.0006.

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The chapter discusses the phenomenon of readers’ sense of presence in the narrative. It argues that readers develop a sense of ‘being there’ predominantly through the integration of textual cues that evoke exteroceptive and interoceptive embodiment. The perception of bodily states from the outside (exteroception) and from the inside (interoception) is joined by the counterfactual richness of these embodied cues, enabling multiple engagements, as a second feature of ‘presence’. These features lead to a reconsideration of how cognitive narratology has conceived of presence, immersion, and absorption. Rather than the space of the fictional world, here the dynamic of designed sensory flow is foregrounded.
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Conference papers on the topic "Multiple cue integration"

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Yang, Ming, Fengjun Lv, Wei Xu, and Yihong Gong. "Detection driven adaptive multi-cue integration for multiple human tracking." In 2009 IEEE 12th International Conference on Computer Vision (ICCV). IEEE, 2009. http://dx.doi.org/10.1109/iccv.2009.5459252.

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Balasubramanian, Vineeth, Sethuraman Panchanathan, and Shayok Chakraborty. "Multiple cue integration in transductive confidence machines for head pose classification." In 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops). IEEE, 2008. http://dx.doi.org/10.1109/cvprw.2008.4563070.

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Udawatta, Lanka, Shehan Fernando, and Pubudu N. Pathirana. "Knowlege on road information in sub-urban lane detection via multiple cue integration." In Knowledge Engineering 2010). IEEE, 2010. http://dx.doi.org/10.1109/ictke.2010.5692916.

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Godfroy-Cooper, Martine, Jean-Christophe Sarrazin, B. Bardy, E. Bachelder, and J. D. Miller. "Differential Role of Gravitoinertial Cues for Active and Passive Control in Degraded Visual Environments." In Vertical Flight Society 78th Annual Forum & Technology Display. The Vertical Flight Society, 2022. http://dx.doi.org/10.4050/f-0078-2022-17506.

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Future vertical lift (FVL) missions will be characterized by increased agility, degraded visual environments (DVE) and optionally piloted vehicles (OPVs). Increased agility will induce more frequent variations of linear and angular accelerations, while DVE will reduce the structure and quality of the out-the-window (OTW) scene. As rotorcrafts become faster and more agile, pilots are expected to navigate at low altitudes while traveling at high speeds. In contour terrain flight, the perception of self-position and orientation provided by visual, vestibular, and proprioceptive cues can vary from moment to moment due to visibility conditions and body alignment as a response to gravitoinertial forces and internally/externally induced perturbations. As a result, erroneous perceptions of the self and the environment can arise, leading ultimately to spatial disorientation (SD). In OPV conditions, the use of different autopilot modes transforms the pilot's role from active pilot to systems supervisor. This shift in paradigm, where pilotage is not the primary task, and where feedback from the controls is not available, has important consequences. Indeed, space perception can be strongly modulated by the nature of the displacement in space. Considering the relationships between the level of automation (LOA) and sense of agency (SoA), it is of particular interest to examine whether motor control mechanisms can modulate the level of visual-vestibular integration in tasks of movement perception vs. movement control. An experiment was conducted using the NASA AMES vertical motion simulator (VMS) to evaluate the effects of optical and gravitoinertial cues in the assessment of altitude in contour terrain flight. Seven U.S. Army pilots participated in the experiment. The aim of the proposed research was a) to establish the relative contribution of visual and gravitoinertial cues as a function of the quality of the visual cues (good vs. degraded) and the presence or absence of gravitoinertial cues; b) to determine the role of manual control vs. supervisory monitoring control on the estimation of altitude, and c) study the interactions between the nature and the quality of the sensory cues and the type of control. For the supervisory control condition, the results showed that the gravitoinertial component played a significant role in the estimation of ground height, but only in the case where the optical structure did not efficiently specify the actor-environment interaction. Meanwhile, the results for the manual control task provided evidence, at multiple levels, that the acceleration information, specified by the variations of the gravitoinertial field, has a relative character. Altogether, these results are in line with the Sensory Weighted Approach of perception, which proposes that each sensory cue is weighted depending on this reliability: gravitoinertial information is attenuated when the visual information is relevant while it enhances performance when the visual information is poor.
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Hao Zhou, Hao Zhou, Yun Gao Yun Gao, Guowu Yuan Guowu Yuan, and Rongbin Ji Rongbin Ji. "Adaptive Multiple Cues Integration for Particle Filter Tracking." In IET International Radar Conference 2015. Institution of Engineering and Technology, 2015. http://dx.doi.org/10.1049/cp.2015.1049.

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Wang, Xin, Huaqiong Zhai, Chen Ning, and Zhenli Ma. "Effective Heterogeneous Image Matching by Multiple Cues Integration." In 2019 IEEE 4th International Conference on Image, Vision and Computing (ICIVC). IEEE, 2019. http://dx.doi.org/10.1109/icivc47709.2019.8981362.

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Corbisiero, Fabio, and Antonella Avolio. "Migrazioni e networks urbani." In International Conference Virtual City and Territory. Centre de Política de Sòl i Valoracions, 2014. http://dx.doi.org/10.5821/ctv.7987.

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Ripercorrendo l’ampio dibattito sul tema emerge quanto numerose siano le definizioni di&#x0D; integrazione elaborate dagli studiosi che si sono occupati di migrazioni. Soprattutto in anni più&#x0D; recenti, in forza dei rilevanti cambiamenti dei fenomeni migratori in atto, in molti concordano che&#x0D; questi processi sono aperti a molteplici esiti, in gran parte collegati a fattori di contesto politico,&#x0D; sociale, economico e culturale. Questi diversi fattori rappresentano altrettante dimensioni con&#x0D; cui si può guardare all’integrazione, che pertanto si configura come concetto multidimensionale,&#x0D; oltre che dinamico, e che può essere declinato a diversi livelli di analisi. Il livello relazionale&#x0D; (livello meso) rappresenta il punto di convergenza di fattori di integrazione macro e micro: i&#x0D; percorsi di inserimento urbano spesso dipendono dall’efficacia delle reti nelle quali si è inseriti.&#x0D; Questo contributo presenta i risultati di una ricerca condotta nel quartiere Mercato a Napoli, che&#x0D; ha avuto come oggetto di analisi l’integrazione della comunità cabardina, attraverso la&#x0D; metodologia e gli strumenti della Social Network Analysis. There are many definitions of integration developed by scholars of migration. They agree –&#x0D; especially in recent years, due to the significant changes in migration – that these processes are&#x0D; open to multiple outcomes, largely related political, social, economic and cultural factors. These&#x0D; different factors represent the different dimension which you can look to the integration; a term&#x0D; that appears as a multidimensional concept, as well as dynamic, and can be declined at&#x0D; different levels of analysis. The relational level (meso-level) represents the point of convergence&#x0D; between macro and micro factors of integration. In fact, the urban integration processes often&#x0D; depend on the effectiveness of their own social networks. This paper presents the results of a&#x0D; survey in the Mercato neighborhood (Naples). The aim is to analyze the integration of&#x0D; Kabardians community, through Social Network Analysis methods.
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Ward, Karen, and David G. Novick. "Integrating multiple cues for spoken language understanding." In Conference companion. ACM Press, 1995. http://dx.doi.org/10.1145/223355.223465.

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Ward, Karen. "Integrating multiple cues for spoken language understanding." In Conference companion. ACM Press, 1995. http://dx.doi.org/10.1145/223355.223436.

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Wang, Di, Xiaoqin Zhang, Wei Liu, and Mingyu Fan. "Multiple cues integration for part-based adaptive workpieces detection." In 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD). IEEE, 2012. http://dx.doi.org/10.1109/fskd.2012.6233796.

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Reports on the topic "Multiple cue integration"

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Rezaie, Shogofa, Julia Jokiaho, Karin André, and Fedra Vanhuyse. Advancing the circular economy in Latin American and Caribbean cities: evaluation of Bogotá’s circular economy strategy. Stockholm Environment Institute, 2025. https://doi.org/10.51414/sei2025.012.

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This study presents an evaluation of Bogotá’s circular economy strategy, identifying current gaps and opportunities and providing insights within the broader regional perspective for Latin America and the Caribbean. The circular economy presents significant opportunities for the Latin American and Caribbean region (LAC), including reducing resource consumption, mitigating environmental impacts, and creating jobs, contributing to sustainable urban development. Recommendations made in this report for Bogotá and other LAC cities include enhancing waste management infrastructure, fostering public-private partnerships, and building capacities for better waste handling and recycling practices. The authors highlight the critical role of informal waste workers in Bogotá’s CE transition, recommending improved recognition, support, and integration into formal waste management systems. They also advocate for a holistic circular economy approach using the 10-R framework, addressing multiple sectors and promoting sustainable consumption and production practices.
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Hertel, Thomas, David Hummels, Maros Ivanic, and Roman Keeney. How Confident Can We Be in CGE-Based Assessments of Free Trade Agreements? GTAP Working Paper, 2003. http://dx.doi.org/10.21642/gtap.wp26.

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With the proliferation of Free Trade Agreements (FTAs) over the past decade, demand for quantitative analysis of their likely impacts has surged. The main quantitative tool for performing such analysis is Computable General Equilibrium (CGE) modeling. Yet these models have been widely criticized for performing poorly (Kehoe, 2002) and having weak econometric foundations (McKitrick, 1998; Jorgenson, 1984). FTA results have been shown to be particularly sensitive to the trade elasticities, with small trade elasticities generating large terms of trade effects and relatively modest efficiency gains, whereas large trade elasticities lead to the opposite result. Critics are understandably wary of results being determined largely by the authors’ choice of trade elasticities. Where do these trade elasticities come from? CGE modelers typically draw these elasticities from econometric work that uses time series price variation to identify an elasticity of substitution between domestic goods and composite imports (Alaouze, 1977; Alaouze, et al., 1977; Stern et al., 1976; Gallaway, McDaniel and Rivera, 2003). This approach has three problems: the use of point estimates as “truth”, the magnitude of the point estimates, and estimating the relevant elasticity. First, modelers take point estimates drawn from the econometric literature, while ignoring the precision of these estimates. As we will make clear below, the confidence one has in various CGE conclusions depends critically on the size of the confidence interval around parameter estimates. Standard “robustness checks” such as systematically raising or lowering the substitution parameters does not properly address this problem because it ignores information about which parameters we know with some precision and which we do not. A second problem with most existing studies derives from the use of import price series to identify home vs. foreign substitution, for example, tends to systematically understate the true elasticity. This is because these estimates take price variation as exogenous when estimating the import demand functions, and ignore quality variation. When quality is high, import demand and prices will be jointly high. This biases estimated elasticities toward zero. A related point is that the fixed-weight import price series used by most authors are theoretically inappropriate for estimating the elasticities of interest. CGE modelers generally examine a nested utility structure, with domestic production substitution for a CES composite import bundle. The appropriate price series is then the corresponding CES price index among foreign varieties. Constructing such an index requires knowledge of the elasticity of substitution among foreign varieties (see below). By using a fixed-weight import price series, previous estimates place too much weight on high foreign prices, and too small a weight on low foreign prices. In other words, they overstate the degree of price variation that exists, relative to a CES price index. Reconciling small trade volume movements with large import price series movements requires a small elasticity of substitution. This problem, and that of unmeasured quality variation, helps explain why typical estimated elasticities are very small. The third problem with the existing literature is that estimates taken from other researchers’ studies typically employ different levels of aggregation, and exploit different sources of price variation, from what policy modelers have in mind. Employment of elasticities in experiments ill-matched to their original estimation can be problematic. For example, estimates may be calculated at a higher or lower level of aggregation than the level of analysis than the modeler wants to examine. Estimating substitutability across sources for paddy rice gives one a quite different answer than estimates that look at agriculture as a whole. When analyzing Free Trade Agreements, the principle policy experiment is a change in relative prices among foreign suppliers caused by lowering tariffs within the FTA. Understanding the substitution this will induce across those suppliers is critical to gauging the FTA’s real effects. Using home v. foreign elasticities rather than elasticities of substitution among imports supplied from different countries may be quite misleading. Moreover, these “sourcing” elasticities are critical for constructing composite import price series to appropriate estimate home v. foreign substitutability. In summary, the history of estimating the substitution elasticities governing trade flows in CGE models has been checkered at best. Clearly there is a need for improved econometric estimation of these trade elasticities that is well-integrated into the CGE modeling framework. This paper provides such estimation and integration, and has several significant merits. First, we choose our experiment carefully. Our CGE analysis focuses on the prospective Free Trade Agreement of the Americas (FTAA) currently under negotiation. This is one of the most important FTAs currently “in play” in international negotiations. It also fits nicely with the source data used to estimate the trade elasticities, which is largely based on imports into North and South America. Our assessment is done in a perfectly competitive, comparative static setting in order to emphasize the role of the trade elasticities in determining the conventional gains/losses from such an FTA. This type of model is still widely used by government agencies for the evaluation of such agreements. Extensions to incorporate imperfect competition are straightforward, but involve the introduction of additional parameters (markups, extent of unexploited scale economies) as well as structural assumptions (entry/no-entry, nature of inter-firm rivalry) that introduce further uncertainty. Since our focus is on the effects of a PTA we estimate elasticities of substitution across multiple foreign supply sources. We do not use cross-exporter variation in prices or tariffs alone. Exporter price series exhibit a high degree of multicolinearity, and in any case, would be subject to unmeasured quality variation as described previously. Similarly, tariff variation by itself is typically unhelpful because by their very nature, Most Favored Nation (MFN) tariffs are non-discriminatory in nature, affecting all suppliers in the same way. Tariff preferences, where they exist, are often difficult to measure – sometimes being confounded by quantitative barriers, restrictive rules of origin, and other restrictions. Instead we employ a unique methodology and data set drawing on not only tariffs, but also bilateral transportation costs for goods traded internationally (Hummels, 1999). Transportation costs vary much more widely than do tariffs, allowing much more precise estimation of the trade elasticities that are central to CGE analysis of FTAs. We have highly disaggregated commodity trade flow data, and are therefore able to provide estimates that precisely match the commodity aggregation scheme employed in the subsequent CGE model. We follow the GTAP Version 5.0 aggregation scheme which includes 42 merchandise trade commodities covering food products, natural resources and manufactured goods. With the exception of two primary commodities that are not traded, we are able to estimate trade elasticities for all merchandise commodities that are significantly different form zero at the 95% confidence level. Rather than producing point estimates of the resulting welfare, export and employment effects, we report confidence intervals instead. These are based on repeated solution of the model, drawing from a distribution of trade elasticity estimates constructed based on the econometrically estimated standard errors. There is now a long history of CGE studies based on SSA: Systematic Sensitivity Analysis (Harrison and Vinod, 1992; Wigle, 1991; Pagon and Shannon, 1987) Ho
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Minz, Dror, Stefan J. Green, Noa Sela, Yitzhak Hadar, Janet Jansson, and Steven Lindow. Soil and rhizosphere microbiome response to treated waste water irrigation. United States Department of Agriculture, 2013. http://dx.doi.org/10.32747/2013.7598153.bard.

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Research objectives : Identify genetic potential and community structure of soil and rhizosphere microbial community structure as affected by treated wastewater (TWW) irrigation. This objective was achieved through the examination soil and rhizosphere microbial communities of plants irrigated with fresh water (FW) and TWW. Genomic DNA extracted from soil and rhizosphere samples (Minz laboratory) was processed for DNA-based shotgun metagenome sequencing (Green laboratory). High-throughput bioinformatics was performed to compare both taxonomic and functional gene (and pathway) differences between sample types (treatment and location). Identify metabolic pathways induced or repressed by TWW irrigation. To accomplish this objective, shotgun metatranscriptome (RNA-based) sequencing was performed. Expressed genes and pathways were compared to identify significantly differentially expressed features between rhizosphere communities of plants irrigated with FW and TWW. Identify microbial gene functions and pathways affected by TWW irrigation*. To accomplish this objective, we will perform a metaproteome comparison between rhizosphere communities of plants irrigated with FW and TWW and selected soil microbial activities. Integration and evaluation of microbial community function in relation to its structure and genetic potential, and to infer the in situ physiology and function of microbial communities in soil and rhizospere under FW and TWW irrigation regimes. This objective is ongoing due to the need for extensive bioinformatics analysis. As a result of the capabilities of the new PI, we have also been characterizing the transcriptome of the plant roots as affected by the TWW irrigation and comparing the function of the plants to that of the microbiome. *This original objective was not achieved in the course of this study due to technical issues, especially the need to replace the American PIs during the project. However, the fact we were able to analyze more than one plant system as a result of the abilities of the new American PI strengthened the power of the conclusions derived from studies for the 1ˢᵗ and 2ⁿᵈ objectives. Background: As the world population grows, more urban waste is discharged to the environment, and fresh water sources are being polluted. Developing and industrial countries are increasing the use of wastewater and treated wastewater (TWW) for agriculture practice, thus turning the waste product into a valuable resource. Wastewater supplies a year- round reliable source of nutrient-rich water. Despite continuing enhancements in TWW quality, TWW irrigation can still result in unexplained and undesirable effects on crops. In part, these undesirable effects may be attributed to, among other factors, to the effects of TWW on the plant microbiome. Previous studies, including our own, have presented the TWW effect on soil microbial activity and community composition. To the best of our knowledge, however, no comprehensive study yet has been conducted on the microbial population associated BARD Report - Project 4662 Page 2 of 16 BARD Report - Project 4662 Page 3 of 16 with plant roots irrigated with TWW – a critical information gap. In this work, we characterize the effect of TWW irrigation on root-associated microbial community structure and function by using the most innovative tools available in analyzing bacterial community- a combination of microbial marker gene amplicon sequencing, microbial shotunmetagenomics (DNA-based total community and gene content characterization), microbial metatranscriptomics (RNA-based total community and gene content characterization), and plant host transcriptome response. At the core of this research, a mesocosm experiment was conducted to study and characterize the effect of TWW irrigation on tomato and lettuce plants. A focus of this study was on the plant roots, their associated microbial communities, and on the functional activities of plant root-associated microbial communities. We have found that TWW irrigation changes both the soil and root microbial community composition, and that the shift in the plant root microbiome associated with different irrigation was as significant as the changes caused by the plant host or soil type. The change in microbial community structure was accompanied by changes in the microbial community-wide functional potential (i.e., gene content of the entire microbial community, as determined through shotgun metagenome sequencing). The relative abundance of many genes was significantly different in TWW irrigated root microbiome relative to FW-irrigated root microbial communities. For example, the relative abundance of genes encoding for transporters increased in TWW-irrigated roots increased relative to FW-irrigated roots. Similarly, the relative abundance of genes linked to potassium efflux, respiratory systems and nitrogen metabolism were elevated in TWW irrigated roots when compared to FW-irrigated roots. The increased relative abundance of denitrifying genes in TWW systems relative FW systems, suggests that TWW-irrigated roots are more anaerobic compare to FW irrigated root. These gene functional data are consistent with geochemical measurements made from these systems. Specifically, the TWW irrigated soils had higher pH, total organic compound (TOC), sodium, potassium and electric conductivity values in comparison to FW soils. Thus, the root microbiome genetic functional potential can be correlated with pH, TOC and EC values and these factors must take part in the shaping the root microbiome. The expressed functions, as found by the metatranscriptome analysis, revealed many genes that increase in TWW-irrigated plant root microbial population relative to those in the FW-irrigated plants. The most substantial (and significant) were sodium-proton antiporters and Na(+)-translocatingNADH-quinoneoxidoreductase (NQR). The latter protein uses the cell respiratory machinery to harness redox force and convert the energy for efflux of sodium. As the roots and their microbiomes are exposed to the same environmental conditions, it was previously hypothesized that understanding the soil and rhizospheremicrobiome response will shed light on natural processes in these niches. This study demonstrate how newly available tools can better define complex processes and their downstream consequences, such as irrigation with water from different qualities, and to identify primary cues sensed by the plant host irrigated with TWW. From an agricultural perspective, many common practices are complicated processes with many ‘moving parts’, and are hard to characterize and predict. Multiple edaphic and microbial factors are involved, and these can react to many environmental cues. These complex systems are in turn affected by plant growth and exudation, and associated features such as irrigation, fertilization and use of pesticides. However, the combination of shotgun metagenomics, microbial shotgun metatranscriptomics, plant transcriptomics, and physical measurement of soil characteristics provides a mechanism for integrating data from highly complex agricultural systems to eventually provide for plant physiological response prediction and monitoring. BARD Report
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